ChatGPT and Generative AI solutions at TomTom with Yu Guo

Connect with Yu Guo: ⁠https://www.linkedin.com/in/yu-guo-yguo⁠ TomTom at CES: ⁠https://www.tomtom.com/events/trade-show/ces-2024⁠  Full episode on YouTube ▶️ ⁠https://youtu.be/Jip8CG1Mqi4⁠ Beyond Coding Podcast with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎙Patrick Akil⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Powered by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Xebia⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!⁠! OUTLINE 00:00:00 - Intro 00:00:31 - How Yu ended up at TomTom 00:01:45 - Leveraging generative AI 00:03:56 - ChatGPT location plugin 00:07:11 - Embracing ChatGPT within the organisation 00:09:57 - Generative AI and rapid prototyping 00:13:10 - Domain knowledge is key with generative AI 00:15:31 - Rapid company innovation with AI 00:17:38 - Cocreating with other organisations 00:19:26 - BentoML and optimizing model usage 00:21:28 - Partnering with Microsoft 00:22:24 - Protecting user data privacy 00:24:00 - Productive engineers with GitHub Copilot and ChatGPT 00:26:26 - Developer experience teams at TomTom 00:27:19 - Open sourcing AI solutions 00:28:25 - Past vs. present machine learning investments 00:31:08 - Where is generative AI heading? 00:33:19 - Uncertainty and fear of AI 00:34:52 - Knowledge gaps because of AI 00:36:29 - VisionGPT 00:37:00 - Sensory input in GPT 00:38:19 - AI hope and fear in big tech